High-stakes decisions shouldn’t rely on human judgment.

THE INTELLIGENCE LAYER Request a Demo

$1.2T in used vehicle decisions. Still handled manually.

AUTOMOTIVE, FIRST
 Speak With Our Team

From perception to action, decisions execute in seconds.

AGENTIC DECISION INTELLIGENCE

 Explore the Platform

01.

Structured Intake

Standardized visual and diagnostic inputs eliminating inspector subjectivity from the first interaction.

02.

Objective Condition

Condition, damage, and mechanical signals quantified consistently across every vehicle.

03.

Capital-Ready Valuation

Pricing and trade decisions grounded in real condition, risk, and market timing not averages.

04.

Coordinated Execution

Appraisal, merchandising, and pricing aligned in one structured decision flow.

 WHY INTELAIGENTS

Decisions Should Be Engineered, Not Interpreted.

Multi-Agent Decision Architecture

Intelaigents connects perception, mechanical diagnostics, economic modeling, and market foresight into one continuous intelligence system.
 Most tools analyze. Our agents observe, reason, predict, and act; with built-in explainability at every step.

The Decision Architecture

The Decision Architecture

A coordinated multi-agent system structured around the decisions that move automotive value.

1. Vehicle Intake & Appraisal

CNC Machine
Engineer
Standardize vehicle intake using visual intelligence and mechanical signal analysis.
Reduce subjectivity and accelerate structured appraisal from first interaction to value clarity.

CNC Machine
Engineer
Go beyond basic fault detection with sensor-based analysis and predictive modeling.
Surface hidden degradation patterns and forecast repair risk before it impacts margin.

CNC Machine
Engineer
Translate condition signals into economic clarity.
Align repair decisions with cost structure, performance history, and operational margin objectives.

CNC Machine
Engineer

Combine dealership performance data with live market dynamics.
Recommend pricing and timing decisions grounded in real sell-through behavior.

CNC Machine
Engineer
Track sentiment, recall activity, and regulatory shifts.
Anticipate perception-driven value fluctuations before they surface in pricing compression.

CNC Machine
Engineer
Unify pricing, condition, risk, and performance intelligence into a structured decision layer.
Replace fragmented dashboards with coordinated visibility and action readiness.
THE INTELLIGENCE GAP

A Trillion-Dollar Decision Problem

Over 40 million used vehicles are sold annually in the U.S. alone.Yet vehicle appraisal, pricing, and capital deployment decisions are still driven by fragmented tools, manual workflows, and human subjectivity.

The result?

Up to $1M per dealership per year in preventable value leakage.

Economic activity influenced by vehicle condition, valuation, and resale decisions.

Markets where appraisal intelligence directly drives revenue outcomes.

Franchise dealerships where intelligence becomes system-of-record.

This shift is not about better dashboards. It’s about replacing judgment at scale with decision intelligence infrastructure.The question is no longer if this transition happens. It’s who defines it first.

OUR CLIENTS

Trusted by Industry Leader, Recognized by Innovations

FAQS

What We Build and What We Don’t

Clear definitions prevent misclassification. Intelaigents designs decision intelligence systems; not dashboards, not inspection apps, not traditional analytics software.

Intelaigents builds agentic decision intelligence systems that observe, reason, and execute complex enterprise decisions with built-in explainability.

No. Analytics platforms surface insights. Intelaigents designs systems that operationalize intelligence transforming insight into structured action.

No. Individual agents may perform visual, mechanical, or economic analysis, but the architecture connects them into a unified decision layer.

Decision Intelligence combines perception, prediction, and execution into a coordinated system where high-volume decisions can scale without degradation in quality or trust.

Automotive is the first enterprise deployment through ENKI, our automotive intelligence system. The architecture extends beyond automotive into any high-stakes, decision-dense industry.

Enterprises operating in environments where capital, risk, and scale intersect and where subjective workflows create value leakage.

Eyebrow

AI, Automotive, and the Future of Decision Systems

We publish research, field insights, and technical breakdowns on how AI agents are reshaping automotive operations, inspections, and retail workflows.

  • Why Most Dealership AI Fails Before It Ever Scales

  • From Manual Walkarounds to Vision Agents: The Shift in Vehicle Inspection

HOW IT WORKS

How Intelligence Becomes Operational Action

01

Perception

Perception

Visual imagery, diagnostic codes, sensor data, and market signals are captured and structured into machine-readable intelligence. Every decision begins with standardized inputs, not manual interpretation.

02

Evaluation

Evaluation

Condition, mechanical risk, reconditioning cost, and pricing variables are assessed within a shared decision context. Agents operate together and reduce fragmentation across workflows.

03

Decision Modeling

Decision Modeling

Margin impact, performance history, depreciation timing, and market sentiment are synthesized into explainable outcomes. Recommendations are structured for action, not just reporting.

04

Structured Action & Oversight

Structured Action & Oversight

Decision outputs move into operational workflows with full traceability and executive visibility. Leadership gains coordinated intelligence without dashboard overload.

Trusted By Clients Across Multiple States

WHY CHOOSE US

What Our
Clients Say?

Sara Duterte

Working with this team transformed our entire production process. Working with this team transformed our entire production process.Working with this team transformed our entire production process.

Sara Duterte

Business Developer

Michael Clark

Working with this team transformed our entire production process. Working with this team transformed our entire production process.Working with this team transformed our entire production process.

Michael Clark

Marketing Head